Supervised Learning

Sort options

Machine Learning for Marketers (Coursera)

Apr 21st 2025
Machine Learning for Marketers (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning for Marketers (Coursera)
"Machine Learning for Marketers" is an advanced course tailored for professionals looking to integrate machine learning into their marketing strategies. This course uniquely focuses on both predictive analytics and decision-making, using supervised learning methods to analyze and forecast customer behavior. Participants will learn to implement advanced machine learning techniques, [...]
Machine Learning
Marketing
Decision Making
Supervised Learning
Strategic Marketing
Unsupervised Learning
CART
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
University of Colorado Boulder
Statistics & Data Analysis
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
44.00 EUR
English
English

Introduction to Machine Learning with Python (Coursera)

Apr 21st 2025
Introduction to Machine Learning with Python (Coursera)
Course Auditing
Coursera
Arizona State University
Categories
CS: Software Engineering
CS: Programming
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Introduction to Machine Learning with Python (Coursera)
This course will give you an introduction to machine learning with the Python programming language. You will learn about supervised learning, unsupervised learning, deep learning, image processing, and generative adversarial networks. You will implement machine learning models using Python and will learn about the many applications of machine learning [...]
Python: A Guided Journey from Introduction to Application Specialization
Machine Learning
Python
Python Programming
Supervised Learning
Unsupervised Learning
Deep Learning
Image Processing
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
Arizona State University
CS: Software Engineering
CS: Programming
Beginner
4 Weeks
5-10 Hours/Week
45.00 EUR/month
English
English

The Nuts and Bolts of Machine Learning (Coursera)

Apr 21st 2025
The Nuts and Bolts of Machine Learning (Coursera)
Course Auditing
Coursera
Google
Categories
Data Science
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
The Nuts and Bolts of Machine Learning (Coursera)
This is the sixth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data. Data professionals use machine learning to help analyze large amounts of data, solve [...]
Google Advanced Data Analytics Professional Certificate
Machine Learning
Data Science
Supervised Learning
Unsupervised Learning
Naive Bayes
Python
Clustering
K-Means Clustering
Decision Tree
Random Forest
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
Google
Data Science
Advanced
5-12 Weeks
5-10 Hours/Week
36.00 EUR/month
English
English

Machine Learning Capstone (Coursera)

Apr 21st 2025
Machine Learning Capstone (Coursera)
Course Auditing
Coursera
IBM
Categories
CS: Software Engineering
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning Capstone (Coursera)
In this Machine Learning Capstone course, you will be using various Python-based machine learning libraries such as Pandas, scikit-learn, Tensorflow/Keras, to: build a course recommender system; analyze course related datasets, calculate cosine similarity, and create a similarity matrix; create recommendation systems by applying your knowledge of KNN, PCA, and [...]
IBM Machine Learning Professional Certificate
Machine Learning
Python
Pandas
SciKit-Learn
Keras
TensorFlow
Python Programming
Artificial Neural Networks
Supervised Learning
Unsupervised Learning
View more details
Apr 21st 2025
Course Auditing
Coursera
IBM
CS: Software Engineering
Intermediate
5-12 Weeks
5-10 Hours/Week
36.00 EUR/month
English
English

Supervised Machine Learning: Regression and Classification (Coursera)

Apr 21st 2025
Supervised Machine Learning: Regression and Classification (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Stanford University
Categories
Data Science
Effort
Beginner
3 Weeks
11-20 Hours/Week
Languages
English
English
Supervised Machine Learning: Regression and Classification (Coursera)
In the first course of the Machine Learning Specialization, you will: build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn; build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic [...]
Machine Learning Specialization DeepLearning
Supervised Learning
Machine Learning
Regression
Classification
Python
NumPy
SciKit-Learn
View more details
Apr 21st 2025
Course Auditing
Coursera
DeepLearning.AI
Stanford University
Data Science
Beginner
3 Weeks
11-20 Hours/Week
46.00 EUR/month
English
English

Advanced Learning Algorithms (Coursera)

Apr 21st 2025
Advanced Learning Algorithms (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Stanford University
Categories
Data Science
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Advanced Learning Algorithms (Coursera)
In the second course of the Machine Learning Specialization, you will: build and train a neural network with TensorFlow to perform multi-class classification; apply best practices for machine learning development so that your models generalize to data and tasks in the real world; build and use decision trees and [...]
Machine Learning Specialization DeepLearning
Algorithms
Neural Networks
TensorFlow
Machine Learning
Artificial Neural Networks
Supervised Learning
Unsupervised Learning
Decision Tree
View more details
Apr 21st 2025
Course Auditing
Coursera
DeepLearning.AI
Stanford University
Data Science
Beginner
4 Weeks
5-10 Hours/Week
46.00 EUR/month
English
English

Machine Learning: an overview (Coursera)

Apr 21st 2025
Machine Learning: an overview (Coursera)
Course Auditing
Coursera
Politecnico di Milano
Categories
Data Science
CS: Information & Technology
Effort
Beginner
3 Weeks
1-4 Hours/Week
Languages
English
English
Machine Learning: an overview (Coursera)
The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These [...]
Artificial Intelligence: an Overview Specialization
Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
Politecnico di Milano
Data Science
CS: Information & Technology
Beginner
3 Weeks
1-4 Hours/Week
72.00 EUR/month
English
English

Microsoft Azure Machine Learning for Data Scientists (Coursera)

Apr 21st 2025
Microsoft Azure Machine Learning for Data Scientists (Coursera)
Course Auditing
Coursera
Microsoft
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Microsoft Azure Machine Learning for Data Scientists (Coursera)
Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier. In this course, you will [...]
Microsoft Azure Data Scientist Associate - DP-100 Test Prep Specialization
Microsoft Azure
Azure
Machine Learning
Supervised Learning
Regression Analysis
Azure Machine Learning
Azure AI
Coursera Plus
View more details
Apr 21st 2025
Course Auditing
Coursera
Microsoft
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Supervised Learning: Regression (Coursera)

Apr 21st 2025
Supervised Learning: Regression (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
3 Weeks
1-4 Hours/Week
Languages
English
Spanish
Russian
Portuguese
French
English
Supervised Learning: Regression (Coursera)
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, [...]
IBM Introduction to Machine Learning Specialization
IBM Machine Learning Professional Certificate
Supervised Learning
Regression
Regression Analysis
Linear Regression
Ridge Regression
Machine Learning
Cross Validation
Data Splits
Ridge
LASSO
Elastic Net
View more details
Apr 21st 2025
Course Auditing
Coursera
IBM
Data Science
Intermediate
3 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Supervised Learning: Classification (Coursera)

Apr 21st 2025
Supervised Learning: Classification (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Supervised Learning: Classification (Coursera)
This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on [...]
IBM Machine Learning Professional Certificate
IBM Introduction to Machine Learning Specialization
Machine Learning
Supervised Learning
Classification
Logistic Regression
Decision Tree
Classification Algorithms
Ensemble Learning
View more details
Apr 21st 2025
Course Auditing
Coursera
IBM
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
33.00 EUR/month
English
English